5th GLODEM AI & CSS Seminar – Modeling Individual and Group Behavior in Complex Interactive Systems скачать в хорошем качестве

5th GLODEM AI & CSS Seminar – Modeling Individual and Group Behavior in Complex Interactive Systems

The unprecedented increase in social media use and the large-scale collection of information poses new threats as well as bringing new opportunities. Modeling and managing complex interactive systems require mining of social and technological signals for new insights into human society and individual behavior. Online social networks have been taking an essential part in our access to information and it acts as a good proxy for studying population-level behavioral patterns and making individual-level predictions. In this talk, I will be presenting my research on analyzing various account behaviors from social bots disseminating misinformation to human venting their emotions to their friends. First, I will present Botometer, a platform for detecting social bots, that is widely adopted in academia and industry to study the dissemination of misinformation and characterization of automated behavior. Using estimations by Botometer, I will show how bot activities have effects on information spread, and I will demonstrate our results on estimating the prevalence of social bots and anomalous patterns captured among popular accounts investigated. I will conclude my talk by presenting how we can leverage social media to study the evolution of human emotions in a minute-scale resolution at the population scale and talk about my research agenda to model interactions between well-being, online and offline activities, and various biological information. Presenter: Onur Varol, Assistant Professor of Computer Science, Sabanci University Moderator: Dr. Merih Angın, Director of MA-CSSL, Assistant Professor of International Relations, Koç University GLODEM AI & CSS Seminar Series brings together practitioners working on AI usage in various fields and scholars specializing in computational social sciences. The seminar series is moderated by MA-CSSL, which is an interdisciplinary research laboratory at Koç University, established with the purpose of conducting cutting-edge research on the applications of computational methods to social science questions. For further information, please visit: https://glodem.ku.edu.tr/events/model... Find out more about us below or at https://glodem.ku.edu.tr/ Twitter:   / glodemcenter